Prompt improved by Handit’s autonomous engine in the node main_decision_agent of invoice_copilot#2
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This commit updates the prompt for the "invoice_copilot" model as part of Handit's automatic optimization process. ### What changed: - Rephrased task instructions to be more explicit and deterministic - Added structured format hints to reduce ambiguity - Reordered prompt sections to align better with input flow ### Why it changed: Performance improvement based on version metric comparison ### Impact: - Accuracy improved from 45% → 91% (+46%) Prompt version bumped from `v1.0.0` to `1`.
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🤖 Autonomous Prompt Optimization by handit.ai
Agent:
invoice_copilotNode:
main_decision_agentDate: 2025-08-07
🔍 Detected Issue
Trace URL: View full execution trace
🧪 Evaluation Findings
Formatting Evaluation flagged:
Hallucination & Factual Accuracy Evaluation flagged:
💡 Applied Insights
Problem Detected
The system prompt lacks clarity on response format and expectations.
Solution Proposed
Specify the expected response format (e.g., YAML, JSON) for generated outputs.
📈 Performance Improvements
Overall Performance Boost:↗️ +46%
🤖 Automatically generated by handit.ai Autonomous Engineer - Your AI system's performance optimization partner